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Published in 2018 at "Korean Journal of Chemical Engineering"
DOI: 10.1007/s11814-017-0358-9
Abstract: To whom correspondence should be addressed. E-mail:
[email protected] Equally contributed authors. †The material in this paper was partially presented at the 9 International Symposium on Advanced Control of Chemical Processes, June 7-10, 2015, Whistler, Canada.…
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Keywords:
wiener model;
retracted article;
seeking control;
extremum seeking ... See more keywords
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Published in 2019 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.05.049
Abstract: Abstract In this paper, a novel extreme learning machine (ELM) based Hammerstein-Wiener model is developed for the approximation of complex nonlinear systems. The proposed model has two static ELM networks surround a dynamic linear part.…
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Keywords:
proposed model;
wiener model;
model;
hammerstein wiener ... See more keywords
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Published in 2021 at "IEEE Control Systems Letters"
DOI: 10.1109/lcsys.2021.3077201
Abstract: This letter aims to improve the reliability of optimal control using models constructed by machine learning methods. Optimal control problems based on such models are generally non-convex and difficult to solve online. In this letter,…
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Keywords:
wiener model;
control;
structured hammerstein;
optimal control ... See more keywords